Recherche

hal-00193730v2 Article dans une revue
Tatiana Benaglia, Didier Chauveau, David Hunter. An EM-like algorithm for semi- and non-parametric estimation in multivariate mixtures
Journal of Computational and Graphical Statistics, Taylor & Francis, 2009, 18 (2), pp.505-526. <10.1198/jcgs.2009.07175>

hal-00948553v1 Article dans une revue
Didier Chauveau, Nicolas P.A. Saby, Thomas G. Orton, Blandine Lemercier, Christian Walter et al. Large-scale simultaneous hypothesis testing in monitoring carbon content from French soil database - A semi-parametric mixture approach
Geoderma, Elsevier, 2014, 219-220, pp.117-124. <10.1016/j.geoderma.2013.12.016>

hal-01117953v1 Article dans une revue
Didier Chauveau, David R. Hunter, Michael Levine. Semi-parametric estimation for conditional independence multivariate finite mixture models
Statistics Surveys, Institute of Mathematical Statistics (IMS), 2015, 9, pp.1-31. <http://dx.doi.org/10.1214/15-SS108>. <10.1214/15-SS108>

hal-00516391v1 Article dans une revue
Michael Levine, David Hunter, Didier Chauveau. Maximum Smoothed Likelihood for Multivariate Mixtures
Biometrika, Oxford University Press (OUP), 2011, 98 (2), pp.403-416. <10.1093/biomet/asq079>

hal-00384896v1 Article dans une revue
Tatiana Benaglia, Didier Chauveau, David Hunter, Derek Young. mixtools: An R Package for Analyzing Finite Mixture Models
Journal of Statistical Software, University of California, Los Angeles, 2009, 32 (6), pp.1-29

hal-01458924v1 Article dans une revue
Laurent Bordes, Didier Chauveau. Stochastic EM algorithms for parametric and semiparametric mixture models for right-censored lifetime data
Computational Statistics, Springer Verlag, 2016, 31 (4), pp.1513-1538. <http://link.springer.com/article/10.1007/s00180-016-0661-7>. <10.1007/s00180-016-0661-7>

hal-00140942v1 Article dans une revue
Didier Chauveau, Pierre Vandekerkhove. A Monte Carlo estimation of the entropy for Markov chains
Methodology and Computing in Applied Probability, Springer Verlag, 2007, 9 (1), pp.133-149. <10.1007/s11009-006-9010-6>

hal-00803167v1 Article dans une revue
Didier Chauveau, Pierre Vandekerkhove. Smoothness of Metropolis-Hastings algorithm and application to entropy estimation
ESAIM: Probability and Statistics, EDP Sciences, 2012, 10.1051/ps/2012004. <10.1051/ps/2012004>

hal-00202574v1 Article dans une revue
Didier Chauveau, Jean Diebolt. Estimation of the Asymptotic Variance in the CLT for Markov Chains
Stochastic Models, INFORMS (Institute for Operations Research and Management Sciences), 2003, 19 (4), pp.449-465. <10.1081/STM-120025399>

hal-00018493v1 Article dans une revue
Laurent Bordes, Didier Chauveau, Pierre Vandekerkhove. A Stochastic EM algorithm for a semiparametric mixture model
Computational Statistics and Data Analysis, Elsevier, 2007, 51, pp.5429-5443. <10.1016/j.csda.2006.08.015>

hal-00693519v1 Article dans une revue
Gilles Celeux, Didier Chauveau, Jean Diebolt. Stochastic versions of the EM algorithm: An experimental study in the mixture case
Journal of Statistical Computation and Simulation, Taylor & Francis, 1996, 55 (4), pp.287--314. <10.1080/00949659608811772>

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